Concepedia

Luigi Carratino

LC

Statistics

Publications

6

Citations

122

H-Index

6

Active since

2017

Affiliations

University of Genoa(Current)

Italian Institute of Technology

École Normale Supérieure - PSL

Ingegneria dei Sistemi (United Kingdom)

Massachusetts Institute of Technology

Luigi Carratino is an author at University of Genoa specializing in computer science, computing, and kernel methods.

ORCID

Publications per year

2017–2020

6

Publications

6

Learning with SGD and Random Features

Luigi Carratino, Alessandro Rudi, Lorenzo Rosasco · arXiv (Cornell University) · 2018 · 34 citations · Full text

, , +15

Kernel methods through the roof: handling billions of points efficiently

Giacomo Meanti, Luigi Carratino, Lorenzo Rosasco et al. · arXiv (Cornell University) · 2020 · 28 citations · Full text

, , +17

FALKON: An Optimal Large Scale Kernel Method

Alessandro Rudi, Luigi Carratino, Lorenzo Rosasco · arXiv (Cornell University) · 2017 · 19 citations · Full text

, , +10

Kernel Methods Through the Roof: Handling Billions of Points Efficiently

Giacomo Meanti, Luigi Carratino, Lorenzo Rosasco et al. · Neural Information Processing Systems · 2020 · 16 citations

, , +17

On Fast Leverage Score Sampling and Optimal Learning

Alessandro Rudi, Daniele Calandriello, Luigi Carratino et al. · arXiv (Cornell University) · 2018 · 15 citations · Full text

, , +16

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